def __init__()

in ludwig/encoders/sequence_encoders.py [0:0]

• 48 lines of code
• 1 McCabe index (conditional complexity)

    def __init__(
            self,
            should_embed=True,
            vocab=None,
            representation='dense',
            embedding_size=256,
            embeddings_trainable=True,
            pretrained_embeddings=None,
            embeddings_on_cpu=False,
            conv_layers=None,
            num_conv_layers=1,
            num_filters=256,
            filter_size=5,
            strides=1,
            padding='same',
            dilation_rate=1,
            conv_activation='relu',
            conv_dropout=0.0,
            pool_function='max',
            pool_size=2,
            pool_strides=None,
            pool_padding='same',
            num_rec_layers=1,
            state_size=256,
            cell_type='rnn',
            bidirectional=False,
            activation='tanh',
            recurrent_activation='sigmoid',
            unit_forget_bias=True,
            recurrent_initializer='orthogonal',
            recurrent_regularizer=None,
            # recurrent_constraint=None,
            dropout=0.0,
            recurrent_dropout=0.0,
            fc_layers=None,
            num_fc_layers=0,
            fc_size=256,
            use_bias=True,
            weights_initializer='glorot_uniform',
            bias_initializer='zeros',
            weights_regularizer=None,
            bias_regularizer=None,
            activity_regularizer=None,
            # weights_constraint=None,
            # bias_constraint=None,
            norm=None,
            norm_params=None,
            fc_activation='relu',
            fc_dropout=0,
            reduce_output='last',
            **kwargs